Backdoor Defense on CIFAR-10 (Aggregate (IID & Non-IID))
87.05Average Model AccuracyNo Defense
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| No Defenseclients=10, attack=Pixel-pattern2025.05 | 87.05 | 92.16 | |
| FeRAclients=10, attack=Pixel-pattern2025.05 | 87 | 1.44 | |
| FoolsGoldclients=10, attack=Pixel-pattern2025.05 | 86.99 | 44.71 | |
| Lockdownclients=10, attack=Pixel-pattern2025.05 | 84.75 | 8.6 | |
| FLTrustclients=10, attack=Pixel-pattern2025.05 | 84 | 16.16 | |
| FLAMEclients=10, attack=Pixel-pattern2025.05 | 82.6 | 20.61 | |
| RLRclients=10, attack=Pixel-pattern2025.05 | 69.6 | 2.86 |